Sequential modeling, monitoring, and forecasting of streaming web traffic data
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Publication:2135354
DOI10.1214/21-AOAS1505zbMath1498.62310OpenAlexW4220898493MaRDI QIDQ2135354
Kaoru Irie, Chris Glynn, Tevfik Aktekin
Publication date: 6 May 2022
Published in: The Annals of Applied Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1214/21-aoas1505
Applications of statistics to economics (62P20) Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Bayesian inference (62F15) Sequential estimation (62L12)
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- Assessment of mortgage default risk via Bayesian state space models
- Bayesian forecasting and dynamic models.
- Sequential parameter learning and filtering in structured autoregressive state-space models
- Particle learning and smoothing
- On singular Wishart and singular multivariate beta distributions
- Sequential Bayesian analysis of multivariate count data
- Bayesian analysis of dynamic linear topic models
- Particle learning for general mixtures
- Auxiliary mixture sampling for parameter-driven models of time series of counts with applications to state space modelling
- Call center arrival modeling: A Bayesian state-space approach
- Particle filters and Bayesian inference in financial econometrics
- Monitoring and Adaptation in Bayesian Forecasting Models
- DATA AUGMENTATION AND DYNAMIC LINEAR MODELS
- On Gibbs sampling for state space models
- Bayesian Vector Autoregressions with Stochastic Volatility
- Filtering via Simulation: Auxiliary Particle Filters
- Analysis of low count time series data by poisson autoregression
- A NON‐GAUSSIAN FAMILY OF STATE‐SPACE MODELS WITH EXACT MARGINAL LIKELIHOOD
- Particle Learning for Fat-Tailed Distributions
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